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CORDIS - Résultats de la recherche de l’UE
CORDIS

INODE - Intelligent Open Data Exploration

Livrables

First component release of Evaluation Service (Service 6)

Implementation of first prototype of Service 6

Second component release of all 6 Services

Implementation of second prototype of all 6 services covered by WPs 3 to 8. The deliverables of all work packages are integrated into one report.

First component release of Integrated Query Processing Services (Service 1)

Implementation of first prototype of Service 1

First component release of Multi-Modal Discovery Services (Service 5)

Implementation of first prototype of Service 5

First component release of Data Access & Exploration Services (Service 3)

Implementation of first prototype of Service 3

First component release of User Assistance Services (Service 4)

Implementation of first prototype of Service 4

First component release of Data Linking and Modeling Services (Service 2)

Implementation of first prototype of Service 2

Final user training

Final set of users are trained

1st user training

First set of users are trained.

1st test report

1 test report over all services of the project

Requirements and use case specification

Specification of requirements for three application domains and use case descriptions for the three exploration types by-example, by-analytics and by-natural language.

1st dissemination report

Dissemination report over the whole project for year 1.

1st evaluation report on system architecture, design and implementation of all 6 services

1st evaluation report on system architecture (WP2), design and implementation of all 6 services covered by WPs 3 to 8. The deliverables of all work packages are integrated into one report.

Final evaluation report on design and implementation of all 6 services

Final evaluation report on design and implementation of all 6 services covered by WPs 3 to 8 The deliverables of all work packages are integrated into one report

Final dissemination report

Final dissemination report over the whole project

Final test report

Final test report over all services of the project

3rd component release of all 6 services
Final component release of all 6 services

Implementation of final prototype of all 6 services covered by WPs 3 to 8 The deliverables of all work packages are integrated into one report

Publications

ADaMaP: Automatic Alignment of Relational Data Sources using Mapping Patterns (Abstract)

Auteurs: Diego Calvanese, Avigdor Gal, Naor Haba, Davide Lanti, Marco Montali, Alessandro Mosca, Roee Shraga
Publié dans: Proceedings of the 34th International Workshop on Description Logics (DL 2021), part of Bratislava Knowledge September (BAKS 2021), Bratislava, Slovakia, September 19th to 22nd, 2021, 2021
Éditeur: CEUR-WS.org

Toulouse: Learning Join Order Optimization Policies for Rule-based Data Engines

Auteurs: Antonios Karvelas, Yannis Foufoulas, Alkis Simitsis, Yannis Ioannidis
Publié dans: 2023
Éditeur: EDBT/ICDT 2023 Joint Conference

The Virtual Knowledge Graph System Ontop (Extended Abstract)

Auteurs: Guohui Xiao,Davide Lanti,Roman Kontchakov,Sarah Komla{-}Ebri,Elem Güzel Kalayci,Linfang Ding,Julien Corman,Benjamin Cogrel,Diego Calvanese,Elena Botoeva
Publié dans: Proceedings of the 33rd International Workshop on Description Logics (DL 2020), 2020
Éditeur: CEUR-WS.org

Natural Language Data Interfaces: From Keyword Search to ChatGPT, are we there yet?

Auteurs: C. Tsapelas, G. Katsogiannis-Meimarakis, G. Koutrika
Publié dans: 2023
Éditeur: BigVis in conjunction with EDBT

SubDEx: Exploring Ratings in Subjective Databases.

Auteurs: Sihem Amer-Yahia, Tova Milo, Brit Youngmann
Publié dans: IEEE 37th International Conference on Data Engineering (ICDE), 2021
Éditeur: IEEE 37th International Conference on Data Engineering (ICDE)

Let the Database Talk Back: Natural Language Explanations for SQL

Auteurs: Stavroula Eleftherakis, Orest Gkini, Georgia Koutrika
Publié dans: Proceedings of the 2nd Workshop on Search, Exploration, and Analysis in Heterogeneous Datastores, 2021
Éditeur: CEUR Workshop Proceedings (CEUR-WS.org)

Designing the Evaluation of Operator-Enabled Interactive Data Exploration in VALIDE

Auteurs: Yogendra Patil, Sihem Amer-Yahia, Srividya Subramanian
Publié dans: SIGMOD, 2022
Éditeur: SIGMOD

A Deep Dive into Deep Learning Approaches for Text-to-SQL Systems

Auteurs: George Katsogiannis-Meimarakis, Georgia Koutrika
Publié dans: Proceedings of the 2021 International Conference on Management of Data, 2021, Page(s) 2846-2851, ISBN 9781450383431
Éditeur: ACM
DOI: 10.1145/3448016.3457543

Mapping Patterns for Virtual Knowledge Graphs (A Report on Ongoing Research)

Auteurs: Diego Calvanese, Avigdor Gal, Davide Lanti, Marco Montali, Alessandro Mosca, Roee Shraga
Publié dans: Proceedings of the 33rd International Workshop on Description Logics (DL 2020), 2020
Éditeur: CEUR-WS.org

Deep Learning Approaches for Text-to-SQL Systems

Auteurs: George Katsogiannis-Meimarakis, Georgia Koutrika
Publié dans: International Conference on Extending Database Technology, 2021
Éditeur: Open Access publication platform
DOI: 10.5441/002/edbt.2021.90

Data Democratisation with Deep Learning: The Anatomy of a Natural Language Data Interface

Auteurs: Katsogiannis-Meimarakis, George and Xydas, Mike and Koutrika, Georgia
Publié dans: Proceedings of the Sixteenth ACM International Conference on Web Search and Data Mining, 2023, ISBN 9781450394079
Éditeur: Association for Computing Machinery
DOI: 10.1145/3539597.3572728

Analysis of Database Search Systems with THOR

Auteurs: Theofilos Belmpas, Orest Gkini, Georgia Koutrika
Publié dans: Proceedings of the 2020 ACM SIGMOD International Conference on Management of Data, 2020, Page(s) 2681-2684, ISBN 9781450367356
Éditeur: ACM
DOI: 10.1145/3318464.3384679

An In-Depth Benchmarking of Text-to-SQL Systems

Auteurs: Orest Gkini, Theofilos Belmpas, Georgia Koutrika, Yannis Ioannidis
Publié dans: Proceedings of the 2021 International Conference on Management of Data, 2021, Page(s) 632-644, ISBN 9781450383431
Éditeur: ACM
DOI: 10.1145/3448016.3452836

Rewriting Count Queries over DL-Lite TBoxes with Number Restrictions

Auteurs: Diego Calvanese, Julien Corman, Davide Lanti, and Simon Razniewski
Publié dans: Proceedings of the 33rd International Workshop on Description Logics (DL 2020), 2020
Éditeur: CEUR-WS.org

Counting Query Answers over a DL-Lite Knowledge Base

Auteurs: Diego Calvanese, Julien Corman, Davide Lanti, Simon Razniewski
Publié dans: Proceedings of the Twenty-Ninth International Joint Conference on Artificial Intelligence, 2020, Page(s) 1658-1666, ISBN 978-0-9992411-6-5
Éditeur: International Joint Conferences on Artificial Intelligence Organization
DOI: 10.24963/ijcai.2020/230

ADaMaP: Automatic Alignment of Relational Data Sources Using Mapping Patterns

Auteurs: Diego Calvanese, Avigdor Gal, Naor Haba, Davide Lanti, Marco Montali, Alessandro Mosca, Roee Shraga
Publié dans: Advanced Information Systems Engineering - 33rd International Conference, CAiSE 2021, Melbourne, VIC, Australia, June 28 - July 2, 2021, Proceedings, 2021
Éditeur: Springer
DOI: 10.1007/978-3-030-79382-1_12

Realizing ontology-based reusable interfaces for data access via virtual knowledge graphs

Auteurs: Diego Calvanese, Linfang Ding, Alessandro Mosca, Guohui Xiao
Publié dans: Proceedings of the 14th Biannual Conference of the Italian SIGCHI, Chapter, CHItaly '21, Bozen-Bolzano, Italy, and online (www), July 11-13, 2021, 2021
Éditeur: Association for Computing Machinery
DOI: 10.1145/3464385.3464744

PyExplore: Query Recommendations for Data Exploration without Query Logs

Auteurs: Apostolos Glenis, Georgia Koutrika
Publié dans: Proceedings of the 2021 International Conference on Management of Data, 2021, Page(s) 2731-2735, ISBN 9781450383431
Éditeur: ACM
DOI: 10.1145/3448016.3452762

Balancing Familiarity and Curiosity in Data Exploration with Deep Reinforcement Learning.

Auteurs: Aurelien Personnaz, Sihem Amer-Yahia, Laure Berti-Équille, Maximilian Fabricius, Srividya Subramanian
Publié dans: Fourth Workshop in Exploiting AI Techniques for Data Management, 2021
Éditeur: aiDM '21
DOI: 10.1145/3464509.3464884

ValueNet: A Natural Language-to-SQL System that Learns from Database Information

Auteurs: Brunner, Ursin; Stockinger, Kurt
Publié dans: International Conference on Data Engineering (ICDE), Numéro 2, 2021
Éditeur: IEEE
DOI: 10.21256/zhaw-22000

DatAgent: The Imminent Age of Intelligent Data Assistants

Auteurs: Antonis Mandamadiotis, Stavroula Eleftherakis, Apostolos Glenis, Dimitrios Skoutas, Yannis Stavrakas, Georgia Koutrika
Publié dans: Proceedings of the Very Large Data Base Endowment, 2021
Éditeur: VLDB Endowment

DashBot: An ML-Guided Dashboard Generation System.

Auteurs: Sandrine Da Col, Radu Ciucanu, Marta Soare, Nassim Bouarour, Sihem Amer-Yahia
Publié dans: Proceedings of the 30th ACM International Conference on Information & Knowledge Management, 2021
Éditeur: CIKM '21
DOI: 10.1145/3459637.3481968

Guided Exploration of Data Summaries.

Auteurs: Brit Youngmann, Sihem Amer-Yahia, Aurelien Personnaz
Publié dans: 48th International Conference on Very Large Databases, 2022
Éditeur: International Conference on Very Large Databases
DOI: 10.48550/arxiv.2205.13956

Implementing Linear Bandits in Off-the-Shelf SQLite

Auteurs: Radu Ciucanu, Marta Soare, Sihem Amer-Yahia
Publié dans: In Proceedings of the 25th International Conference on Extending Database Technology, 2022
Éditeur: EDBT 2022

DORA THE EXPLORER: Exploring Very Large Data With Interactive Deep Reinforcement Learning.

Auteurs: Aurelien Personnaz, Sihem Amer-Yahia, Laure Berti-Équille, Maximilian Fabricius, Srividya Subramanian
Publié dans: Proceedings of the 30th ACM International Conference on Information & Knowledge Management, 2021
Éditeur: CIKM '21
DOI: 10.1145/3459637.3481967

A Methodology for Creating Question Answering Corpora Using Inverse Data Annotation

Auteurs: Jan Deriu, Katsiaryna Mlynchyk, Philippe Schläpfer, Alvaro Rodrigo, Dirk von Grünigen, Nicolas Kaiser, Kurt Stockinger, Eneko Agirre, Mark Cieliebak
Publié dans: Proceedings of the 58th Annual Meeting of the Association for Computational Linguistics, 2020, Page(s) 897-911
Éditeur: Association for Computational Linguistics
DOI: 10.18653/v1/2020.acl-main.84

Data Democratisation with Deep Learning: An Analysis of Text-to-SQL Systems

Auteurs: George Katsogiannis, Georgia Koutrika
Publié dans: 2022
Éditeur: The ACM Web Conference 2022

EDA4SUM: Guided Exploration of Data Summaries.

Auteurs: Aurélien Personnaz, Brit Youngmann, Sihem Amer-Yahia
Publié dans: 48th International Conference on Very Large Databases, 2022
Éditeur: 48th International Conference on Very Large Databases

LILLIE: Information extraction and database integration using linguistics and learning-based algorithms

Auteurs: Ellery Smith, Dimitris Papadopoulos, Martin Braschler, Kurt Stockinger
Publié dans: Information Systems, Numéro Volume 105, March 2022, 101938, 2021, ISSN 0306-4379
Éditeur: Elsevier Science & Technology
DOI: 10.1016/j.is.2021.101938

Towards the next generation of the LinkedGeoData project using virtual knowledge graphs

Auteurs: Linfang Ding, Guohui Xiao, Albulen Pano, Claus Stadler, Diego Calvanese
Publié dans: Journal of Web Semantics, 2021, ISSN 1570-8268
Éditeur: Elsevier BV
DOI: 10.1016/j.websem.2021.100662

A survey on deep learning approaches for text-to-SQL

Auteurs: G. Katsogiannis-Meimarakis, G. Koutrika
Publié dans: The VLDB Journal, 2023, ISSN 1066-8888
Éditeur: Springer Verlag
DOI: 10.1007/s00778-022-00776-8

A Framework Uniting Ontology-Based Geodata Integration and Geovisual Analytics

Auteurs: Linfang Ding, Guohui Xiao, Diego Calvanese, Liqiu Meng
Publié dans: ISPRS International Journal of Geo-Information, Numéro 9/8, 2020, Page(s) 474, ISSN 2220-9964
Éditeur: MDPI
DOI: 10.3390/ijgi9080474

Accessing scientific data through knowledge graphs with Ontop

Auteurs: Diego Calvanese, Davide Lanti, Tarcisio Mendes de Farias, Alessandro Mosca, Guohui Xiao
Publié dans: Patterns, 2021, ISSN 2666-3899
Éditeur: Cell Press
DOI: 10.1016/j.patter.2021.100346

A Methodology for Open Information Extraction and Representation from Large Scientific Corpora: The CORD-19 Data Exploration Use Case

Auteurs: Dimitris Papadopoulos, Nikolaos Papadakis, Antonis Litke
Publié dans: Applied Sciences, Numéro 10/16, 2020, Page(s) 5630, ISSN 2076-3417
Éditeur: MDPI
DOI: 10.3390/app10165630

Consistency assessment for open geodata integration: an ontology-based approach

Auteurs: Linfang Ding, Guohui Xiao, Diego Calvanese, Liqiu Meng
Publié dans: GeoInformatica, 2021, ISSN 1384-6175
Éditeur: Kluwer Academic Publishers
DOI: 10.1007/s10707-019-00384-9

INODE: Building an End-to-End Data Exploration System in Practice [Extended Vision]

Auteurs: Amer-Yahia, Sihem; Koutrika, Georgia; Bastian, Frederic; Belmpas, Theofilos; Braschler, Martin; Brunner, Ursin; Calvanese, Diego; Fabricius, Maximilian; Gkini, Orest; Kosten, Catherine; Lanti, Davide; Litke, Antonis; Lücke-Tieke, Hendrik; Massucci, Francesco Alessandro; de Farias, Tarcisio Mendes; Mosca, Alessandro; Multari, Francesco; Papadakis, Nikolaos; Papadopoulos, Dimitris; Patil, Yogendra;
Publié dans: SIGMOD Record, 2021, Page(s) 23-29, ISSN 0163-5808
Éditeur: Association for Computing Machinary, Inc.

The Bgee suite: integrated curated expression atlas and comparative transcriptomics in animals

Auteurs: Frederic B Bastian, Julien Roux, Anne Niknejad, Aurélie Comte, Sara S Fonseca Costa, Tarcisio Mendes de Farias, Sébastien Moretti, Gilles Parmentier, Valentine Rech de Laval, Marta Rosikiewicz, Julien Wollbrett, Amina Echchiki, Angélique Escoriza, Walid H Gharib, Mar Gonzales-Porta, Yohan Jarosz, Balazs Laurenczy, Philippe Moret, Emilie Person, Patrick Roelli, Komal Sanjeev, Mathieu Seppey,
Publié dans: Nucleic Acids Research, Numéro 49/D1, 2020, Page(s) D831-D847, ISSN 0305-1048
Éditeur: Oxford University Press
DOI: 10.1093/nar/gkaa793

The Virtual Knowledge Graph System Ontop

Auteurs: Guohui Xiao, Davide Lanti, Roman Kontchakov, Sarah Komla-Ebri, Elem Güzel-Kalaycı, Linfang Ding, Julien Corman, Benjamin Cogrel, Diego Calvanese, Elena Botoeva
Publié dans: The Semantic Web – ISWC 2020 - 19th International Semantic Web Conference, Athens, Greece, November 2–6, 2020, Proceedings, Part II, Numéro 12507, 2020, Page(s) 259-277, ISBN 978-3-030-62465-1
Éditeur: Springer International Publishing
DOI: 10.1007/978-3-030-62466-8_17

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